At The Gradient, we distinguish between principles of work and values:

• Principles are how we operate (e.g., build to learn, think in systems, no playbook).
• Values are deeper foundations — the base layer everything else runs on.

We look for three core qualities in people, not skills, years of experience, or portfolios. These are traits that can’t be taught: you either have them or you don’t.

Core Values

1. Curiosity You want to understand how things work — everything, always.

Curiosity about technology and AI

• Genuine fascination with technology and AI, not just because it’s trendy or lucrative.
• Desire to understand how models work, why they behave as they do, and what’s happening under the hood.
• You test new tools as soon as they launch.
• You read papers and documentation, and you experiment in your own time because you can’t help it.

Curiosity about first principles

• You question “that’s how it’s done” and ask why.
• You seek underlying mechanisms: why patterns work, why users behave a certain way.
• You see the world as systems to understand, not surfaces to accept.

Curiosity about your own craft

• You interrogate your own decisions and instincts.
• You ask: Why did I choose this? What logic underlies my intuition?
• You avoid “it just felt right” as an explanation and instead work to develop real, grounded judgment.

Always evolving

• You constantly search for new tools, approaches, and mental models.